AI RESEARCH

Cascading Hallucination in Agentic RAG: The CHARM Framework for Detection and Mitigation

arXiv CS.AI

ArXi:2606.04435v1 Announce Type: new Multi-step agentic retrieval-augmented generation (RAG) pipelines have nstrated significant capability for complex reasoning tasks, yet remain vulnerable to a class of failure that existing hallucination detection mechanisms systematically miss: cascading hallucination, where errors